Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "111"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 111 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 247 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 229 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_1198/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 111, Node 10:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 0.00% 0.00% 0.00% 0.00% 1.08% 0.00% 1.030239 -0.798504 0.488087 -0.674357 -0.005000 0.191149 0.594438 -0.822183 0.7433 0.7696 0.2702 3.495076 3.185999
2459593 digital_ok 0.00% 0.00% 0.00% 0.00% 2.15% 0.00% 0.132891 0.007810 0.375090 -0.615650 0.920062 2.124663 0.772172 1.203979 0.6729 0.6692 0.2560 2.170339 2.279452
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.225538 -0.831199 -0.286897 -1.043373 0.874643 2.628865 1.806705 0.005166 0.0302 0.0548 0.0029 nan nan
2459591 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 2.16% -0.059679 0.551087 0.397884 -0.233437 -0.543929 0.769960 3.527943 1.500173 0.6098 0.6196 0.3577 1.702141 1.673630
2459590 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% 0.117183 0.683928 -0.023469 -0.595132 -1.249067 0.768934 3.323477 1.687596 0.6176 0.6243 0.3511 2.023269 2.035366
2459589 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.00% 0.043174 0.280614 -0.688361 -0.647800 -1.118459 0.343516 -0.059712 0.030487 0.6572 0.6556 0.2895 1.999076 1.868572
2459588 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.00% 0.750703 -0.433652 0.812878 -0.900037 -0.354473 0.939214 1.089788 -0.079955 0.7051 0.6926 0.2396 2.903346 2.434982
2459587 digital_ok 100.00% - - - 100.00% 0.00% 0.161072 0.848468 1.443546 0.135349 0.789045 0.434838 7.023342 4.361103 nan nan nan 14.299915 17.507083
2459586 digital_ok 0.00% 0.00% 0.00% 0.00% 3.24% 0.00% -0.369891 -0.146913 -0.812807 0.332237 -0.756963 -0.541813 2.808959 0.198325 0.6200 0.6290 0.3372 1.619291 1.600536
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.394059 0.456597 -0.461865 0.040009 -0.442059 0.963539 3.013730 1.225868 0.0333 0.0535 0.0035 0.000000 0.000000
2459584 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.086572 0.487141 -0.968600 -0.928986 0.419995 0.216222 4.813507 0.483494 0.5671 0.5774 0.3492 8.179404 8.319624
2459583 digital_ok 0.00% 0.00% 0.00% 0.00% 3.23% 0.00% -0.294735 0.133781 -0.910014 -0.902286 -0.035935 0.395245 3.783255 0.227907 0.6218 0.6326 0.3694 1.705483 1.764049
2459582 digital_ok 0.00% 0.00% 0.00% 0.00% 2.70% 0.00% -0.463642 0.077516 -0.718251 -0.749065 -0.674305 0.541269 1.088377 -0.393594 0.6282 0.6367 0.3703 1.733832 1.771036
2459581 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459580 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.087941 0.220063 -0.770064 -0.746155 -0.059836 0.530015 6.957278 1.047005 0.6327 0.6410 0.3685 4.969878 4.764771
2459579 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 0.00% -0.289787 -0.019441 -0.752754 -0.752327 -0.708867 0.302398 -0.296876 -0.431434 0.6293 0.6376 0.3729 1.891358 1.837719
2459578 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.494626 -0.049302 -0.879123 -0.379944 -0.523964 5.704517 1.248087 -0.291814 0.0311 0.0550 0.0026 nan nan
2459577 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459576 digital_ok 0.00% 0.00% 0.00% 0.00% 4.30% 0.00% -0.082913 0.497685 -0.345945 -0.674720 -0.664990 0.702421 0.035853 1.789451 0.6508 0.6612 0.3708 1.582095 1.698300
2459575 digital_ok 0.00% 0.00% 0.00% 0.00% 5.91% 6.45% 0.291683 -0.174148 -0.812285 -0.819593 -0.914272 -0.220865 -0.812640 -0.727637 0.7213 0.7240 0.3200 1.656265 1.734988
2459574 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 0.051669 0.683704 -0.691430 -0.874946 -0.193861 1.189886 0.492875 1.660536 0.6486 0.6576 0.3720 1.551921 1.648025
2459573 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.54% 0.206462 -0.003790 -0.812884 -0.797101 -0.860120 0.819807 1.001198 0.429857 0.6447 0.6551 0.3746 1.648334 1.651773
2459572 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% -0.228370 -0.130944 -0.639285 -0.808842 -0.937967 0.378021 -0.283682 0.018678 0.6452 0.6548 0.3756 1.409257 1.487602
2459571 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.331945 -0.002286 -0.886867 -0.487344 0.343369 4.927018 1.918848 0.572947 0.0285 0.0435 0.0028 nan nan
2459570 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.54% 0.113426 0.551061 -0.733166 -0.865054 -0.644803 -0.323725 -0.645666 -0.693113 0.7292 0.7350 0.2366 2.388378 2.243753
2459566 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% 0.037616 2.052525 -0.771687 -0.687515 -0.964476 0.004281 1.729165 2.674174 0.6435 0.6481 0.3784 1.726373 1.785017
2459565 digital_ok 0.00% - - - 93.33% 0.00% 1.518751 1.518751 1.412081 1.412081 0.654293 0.654293 0.137774 0.137774 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 5.20% 0.00% -0.347584 0.786402 -0.375490 -0.683745 -0.041339 0.010991 2.886871 0.935144 0.6469 0.6482 0.3828 1.677714 1.610273
2459563 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.101269 1.129734 -0.813355 -0.668473 -0.969156 0.323007 -0.519430 -0.313475 0.6484 0.6522 0.3732 1.625158 1.754690
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.340689 0.426075 -0.091526 -0.242299 0.267303 0.248510 -0.053457 -0.022559 0.6483 0.6549 0.3761 1.767222 1.716891
2459561 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.402854 0.713114 -0.335164 -0.352024 -0.274052 0.215830 -0.076862 0.588002 0.6545 0.6642 0.3734 1.593219 1.672824
2459560 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.257684 0.540380 -0.095223 -0.356365 -0.228249 0.386169 0.594689 0.782915 0.6509 0.6546 0.3788 1.691774 1.673070
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.445216 0.592406 -0.244595 -0.418835 -0.268273 0.291277 0.212196 0.508845 0.6509 0.6564 0.3675 1.608169 1.616858
2459558 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.070358 1.193353 -0.617708 -0.714731 0.058136 0.627967 4.448566 2.273695 0.6554 0.6590 0.3750 4.148724 4.125412
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0356 0.0510 0.0057 nan nan
2459556 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.221732 1.188479 -0.844112 -0.763230 -1.176816 0.603114 -0.639337 1.404973 0.6467 0.6525 0.3767 1.563265 1.618217
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6553 0.6597 0.3844 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6531 0.6583 0.3820 nan nan
2459552 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.657019 10.850221 -0.865695 -0.054107 -0.850044 1.805579 0.167068 1.341175 0.6578 0.6467 0.3774 4.830095 4.802019
2459551 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.385923 5.054793 -0.187730 -0.519611 0.037715 -0.517392 0.572793 1.467035 0.6459 0.6365 0.3765 4.229894 3.517508
2459550 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0307 0.0458 0.0033 nan nan
2459549 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.246240 8.175138 -0.894784 -0.331279 -0.569175 1.284080 4.417077 2.659340 0.6503 0.6438 0.3844 3.681620 3.394282
2459542 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.070353 9.883434 -0.601544 0.173976 -0.405813 -0.132790 0.984609 1.704581 0.7195 0.7092 0.3442 3.930310 3.479072
2459541 digital_ok 100.00% 1.34% 1.34% 0.00% 100.00% 0.00% 0.397770 9.469768 -1.048516 -0.346876 -0.775562 1.399138 0.645701 0.341487 0.7105 0.6985 0.3234 5.017814 4.286880
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 21.88% 0.00% -0.098451 -0.547158 -0.503740 -0.301694 1.171379 -0.569108 1.561610 0.445364 0.7181 0.7175 0.3355 1.537411 1.534650
2459536 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.407314 -0.181707 -0.452669 -0.465524 -0.141890 6.312693 11.912176 1.713993 0.0606 0.0704 0.0076 0.000000 0.000000
2459535 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.227648 -0.731946 -0.307094 -0.299048 1.067822 -0.101874 1.959425 0.457328 0.0772 0.0649 0.0089 1.325137 1.325662
2459534 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.280333 -1.021580 -0.390243 -0.324343 1.459497 0.536323 4.907429 1.039300 0.0682 0.0633 0.0073 4.074878 4.282532
2459533 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.114057 -0.409082 -0.767816 -0.703400 -0.292010 0.826701 0.296086 0.134371 0.0626 0.0655 0.0075 16.753272 18.522879
2459532 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.147092 -0.265940 -0.882196 -0.897239 0.040614 0.284105 2.203901 0.046763 0.0602 0.0606 0.0062 16.909080 17.955740
2459530 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.531498 0.097147 -0.204184 -0.343169 -0.163018 0.836398 4.356072 5.818512 0.0671 0.0673 0.0078 0.000000 0.000000
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.016798 1.400342 -0.636545 -0.836396 -0.846560 2.502797 0.188922 0.923657 0.9115 0.9378 0.2968 0.000000 0.000000
2459523 digital_ok 100.00% - - - 100.00% 0.00% -0.012046 4.979153 -0.563185 -0.625905 1.974529 2.639024 2.105321 2.551361 nan nan nan 13.150715 13.109267
2459522 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.334033 3.576851 -0.958689 -0.666865 0.550082 1.613934 12.473738 1.914591 0.6280 0.6936 0.3927 0.000000 0.000000
2459513 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.201714 -0.021659 -0.832405 -0.843886 0.273817 10.824975 5.764568 1.745869 0.0433 0.0472 0.0062 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% -0.203186 -0.366408 -0.834595 -1.045321 -0.738589 1.161945 -0.573253 -0.717585 0.9069 0.9536 0.1880 0.000000 0.000000
2459505 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.072639 -0.323184 -0.842493 -0.786752 -0.278178 7.130197 15.130453 6.299730 0.8856 0.8648 0.1974 14.708673 18.056835
2459503 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.087135 -0.571423 -0.875453 -0.903513 0.271118 1.538567 7.233667 4.259357 0.8652 0.8594 0.4393 0.000000 0.000000
2459501 digital_ok 0.00% 0.00% 0.00% 0.00% 76.74% 0.00% -0.207997 0.199750 -0.147310 -0.682272 -0.400873 -0.291778 2.425849 2.723580 0.8675 0.9036 0.3563 0.000000 0.000000
2459500 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% 0.493060 -0.558249 0.234236 -1.265195 2.345962 0.566840 3.462716 1.315118 0.8718 0.8983 0.3477 0.000000 0.000000
2459499 digital_ok 0.00% 0.00% 0.00% 0.00% 97.37% 0.00% -0.349310 -0.394726 -0.712829 -1.304213 0.318045 -0.035294 0.130676 1.149152 0.8942 0.9404 0.1611 0.000000 0.000000
2459498 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.365529 -0.516323 -0.605846 -0.904898 0.316919 1.285156 0.009038 6.570974 0.8834 0.9000 0.3749 0.000000 0.000000
2459497 digital_ok 0.00% 0.00% 0.00% 0.00% 97.37% 0.00% -0.564519 -0.263881 -0.660112 -0.667569 0.306732 0.372829 3.448443 -0.161737 0.8966 0.9323 0.3009 0.000000 0.000000
2459496 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% -0.590001 -0.643852 -0.726381 -0.848856 0.342143 0.449419 3.257925 2.742722 0.9098 0.9155 0.3528 0.000000 0.000000
2459495 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.472996 -0.349877 -0.809918 -0.653967 0.614290 0.921580 4.327056 4.963132 0.9045 0.9111 0.3882 0.000000 0.000000
2459494 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% -0.595547 -0.491904 -0.484581 -0.921576 1.049362 0.834880 -0.782529 1.641059 0.8946 0.9028 0.3992 0.000000 0.000000
2459492 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.741812 0.764757 -1.329543 -0.302579 -1.498275 4.107407 -0.068678 9.160159 0.7600 0.8149 0.3182 7.653890 6.671247
2459491 digital_ok 0.00% 0.00% 0.00% 0.00% 50.00% 0.00% 0.697574 0.543775 -1.409529 -0.640675 -0.771987 0.743444 1.768027 1.668492 0.7992 0.8266 0.2672 0.728595 0.674039
2459490 digital_ok 0.00% 0.00% 0.00% 0.00% 47.37% 0.00% -0.022305 0.876384 -1.916131 -0.378699 -1.117740 2.218552 0.616841 1.532236 0.7508 0.8106 0.3647 1.484569 1.408502
2459489 digital_ok 0.00% 0.00% 0.00% 0.00% 47.37% 0.00% 0.827794 1.256907 -1.582486 -0.557545 -0.918544 2.894831 0.921070 1.541893 0.7694 0.8158 0.3219 1.636780 1.594677
2459488 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.091359 0.769959 -1.151308 -0.441924 -1.319977 2.880291 0.452902 7.733965 0.7667 0.8186 0.3423 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 111: 2459792

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Power 2.099571 0.409287 0.981820 -0.121668 2.099571 0.200248 0.877704 -0.160285 1.618688

Antenna 111: 2459791

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Power 2.743289 0.800449 0.714232 -0.389658 2.743289 -0.269741 1.211934 -0.748609 -0.356864

Antenna 111: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Power 2.536210 1.567355 1.883118 2.536210 0.034051 2.317653 0.244111 -0.035935 -0.389568

Antenna 111: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 3.564007 0.549098 1.410621 1.697267 0.748326 1.983614 0.433592 3.564007 0.416953

Antenna 111: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 111: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 5.444605 1.610024 0.400699 0.486733 1.950967 0.680745 0.660782 0.142253 5.444605

Antenna 111: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 15.755900 1.590963 1.355277 2.715817 0.142829 2.849063 0.748878 15.755900 0.398062

Antenna 111: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Power 8.371023 0.442374 0.606749 8.371023 0.713075 3.358102 0.404562 4.141595 0.043303

Antenna 111: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Power 7.643958 1.538580 1.280923 0.121995 7.643958 -0.029134 4.616347 0.246462 -0.601452

Antenna 111: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 1.378328 0.364398 0.426071 0.336920 -1.246016 -0.553320 0.012579 1.378328 -0.056796

Antenna 111: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 111: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 1.002771 -0.329436 -0.887135 -0.173554 -1.046976 0.635370 -0.888111 0.067806 1.002771

Antenna 111: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 2.185296 0.460861 0.319502 0.186620 -0.730411 -0.427460 0.029714 2.185296 -0.460036

Antenna 111: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 7.245989 0.502238 0.504166 -0.705280 0.504342 -0.023248 0.730937 -0.191846 7.245989

Antenna 111: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 1.788204 0.284977 0.001602 -0.413210 -0.706583 1.788204 -0.295832 1.083548 -0.493530

Antenna 111: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 1.447602 -0.371819 -0.200792 -0.418400 -0.362167 -0.039544 0.552736 -0.195403 1.447602

Antenna 111: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 2.547621 -0.677109 -0.046861 -0.267391 -0.209162 -0.226653 0.060508 2.547621 -0.343101

Antenna 111: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 0.929117 -0.066226 0.386407 -0.869610 -0.821073 -0.187545 -0.701063 0.929117 -0.663477

Antenna 111: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 3.114223 0.427529 0.175431 -0.786094 -0.852499 2.376410 -1.410460 3.114223 -0.670623

Antenna 111: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 1.983374 0.197096 0.732614 -0.823609 -0.409717 -1.237247 1.983374 -0.694185 1.393930

Antenna 111: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 1.933682 -0.134675 -0.182575 -0.257199 -0.342336 -0.026923 0.259964 -0.205821 1.933682

Antenna 111: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 0.453800 -0.516297 -0.162209 -0.366850 -0.055790 0.453800 0.098354 0.411231 0.159214

Antenna 111: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 4.945845 1.133624 0.063692 -0.720379 -0.970131 1.647359 -1.244242 4.945845 -0.363568

Antenna 111: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Shape 0.223276 0.118838 0.223276 -0.068734 -0.768835 -1.226327 -0.369729 -0.922803 -0.022510

Antenna 111: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 111: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 2816.625326 46.226854 113.487112 123.229255 151.752433 60.840668 236.623957 1074.038012 2816.625326

Antenna 111: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 0.321460 -0.445601 -0.429016 -0.560001 -0.445354 -0.182344 0.251836 -0.215537 0.321460

Antenna 111: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 0.974839 -0.185140 0.170702 -0.705430 -0.422083 -0.428937 0.491355 -0.573616 0.974839

Antenna 111: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 111: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 6.039284 -0.032082 -0.174397 -0.275277 -0.515148 0.819002 4.340155 4.377397 6.039284

Antenna 111: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 2.703176 -0.256014 -0.128779 -0.332463 -0.369137 0.143520 2.703176 0.079932 2.576343

Antenna 111: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 1.194185 0.192244 -0.076945 -0.370230 -0.264063 1.194185 -0.137968 1.070918 -0.338753

Antenna 111: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 7.035499 0.292112 1.339348 -0.226880 -0.401025 0.093912 7.035499 2.493108 2.795221

Antenna 111: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 3.206751 0.144605 0.824307 -0.680344 -0.268804 -0.938931 0.124506 0.016139 3.206751

Antenna 111: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 1.408413 -0.147165 -0.349640 -0.099491 -0.548838 -0.245920 1.323636 -0.324713 1.408413

Antenna 111: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 2.734559 -0.253518 0.036979 -0.379164 -0.807263 -0.810128 2.734559 -0.198310 2.457884

Antenna 111: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 14.475111 0.687211 -0.219869 0.254436 -0.185576 -1.313277 14.475111 -0.264327 1.922497

Antenna 111: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 Not Found nn Temporal Discontinuties 1005.287569 59.482655 48.843972 60.024682 53.492717 176.935889 90.041246 1005.287569 685.940751

Antenna 111: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 908.499674 66.290022 53.206467 62.930621 65.070443 60.384882 38.717930 908.499674 583.560178

Antenna 111: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 2179.254120 31.130105 38.646106 43.934780 46.242951 83.374101 121.752105 1231.184365 2179.254120

Antenna 111: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok ee Temporal Discontinuties 2066.754958 143.621912 85.020883 348.431361 257.707479 56.306259 43.989115 2066.754958 1251.431310

Antenna 111: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok ee Temporal Discontinuties 901.335298 32.933384 36.152741 61.173099 51.823849 222.928036 222.706888 901.335298 856.917237

Antenna 111: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 861.675811 68.271561 62.682593 63.427930 72.228370 306.216962 208.122596 861.675811 663.456901

Antenna 111: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 11.586920 1.012401 0.925746 1.497749 1.538349 0.412569 11.586920 0.174340 5.546292

Antenna 111: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 5.372759 -0.278210 0.211418 -0.870724 -0.961138 -1.163245 5.372759 -0.116580 2.449013

Antenna 111: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 1.251781 -0.459534 -0.694190 -0.716384 -0.663134 -0.357909 -0.404965 1.251781 -0.437774

Antenna 111: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 1.379963 -0.015422 0.378319 -0.057095 -0.001727 1.379963 -0.238952 1.106304 -0.419391

Antenna 111: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 3.101635 -0.287373 0.488086 -0.426720 -0.014588 2.829351 -0.493128 3.101635 -0.497489

Antenna 111: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 5.316680 0.357989 1.075230 -0.053873 0.139292 3.162447 -0.627667 5.316680 -0.457825

Antenna 111: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 2.421201 0.366860 -0.586529 -0.859326 -0.947806 2.421201 -1.394971 1.590117 -0.540429

Antenna 111: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 2.066966 0.750659 -0.140147 0.069984 -0.354930 -0.156422 1.898912 -0.509190 2.066966

Antenna 111: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 5.014643 0.297639 0.904582 0.025437 0.252482 5.014643 0.063980 1.163332 -0.482361

Antenna 111: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 10.666514 -0.072422 0.513269 -0.336167 -0.039812 10.666514 -0.887757 6.932602 -0.293624

Antenna 111: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 18.540604 0.048119 0.521942 -0.169090 0.108503 18.540604 -0.352957 8.177162 -0.117926

Antenna 111: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 2.718121 -0.124137 0.489376 -0.344038 -0.188696 2.718121 0.390320 1.833522 -0.495981

Antenna 111: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 1.513291 -0.686618 0.196945 -0.802626 -0.765494 -0.528902 -0.316473 -0.283657 1.513291

Antenna 111: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok ee Temporal Discontinuties 13.906060 0.666408 -0.002771 0.266043 -0.083084 2.627445 13.716753 13.906060 0.903583

Antenna 111: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 10.997585 0.052124 0.600682 -0.182705 -0.054259 10.997585 1.364813 1.522154 2.351785

Antenna 111: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Power 0.482603 0.442199 0.269883 0.240688 0.482603 -1.083590 0.235946 -0.401526 0.035884

Antenna 111: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 111: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 5.348443 0.429895 0.125535 -0.056265 -0.079998 -0.877281 5.348443 -0.351819 4.779373

Antenna 111: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 7.085529 -0.721498 0.739699 -1.082628 -0.707217 -0.868164 0.008159 -0.080135 7.085529

Antenna 111: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 10.588306 0.147166 0.568734 -0.030277 0.156536 10.588306 0.021787 6.867032 -0.279960

Antenna 111: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 1.403726 0.225374 -0.393309 -0.530406 -0.967283 0.022890 -0.581141 1.403726 0.358095

Antenna 111: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 5.383531 -0.707647 -1.074354 -0.704068 -0.472627 3.169629 -0.598744 5.383531 -0.560218

Antenna 111: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 8.697801 -0.669402 -1.058058 -1.007377 -0.724114 8.697801 -1.076123 1.696390 -0.584356

Antenna 111: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 7.448833 -0.394628 0.589593 -1.127032 -0.970858 -0.796749 0.140444 0.225156 7.448833

Antenna 111: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok ee Temporal Discontinuties 9.836537 0.723591 0.350137 -1.223229 -0.709791 -1.408449 -1.225360 1.799346 9.836537

Antenna 111: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 1.790038 -0.518159 -0.878501 -0.855783 -0.715161 1.790038 -0.308297 0.785141 1.004744

Antenna 111: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 3.963045 -0.014765 -0.039984 0.386708 0.439222 3.963045 -0.429889 1.567734 -0.278002

Antenna 111: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 32.080602 -0.367971 -0.612830 0.206930 0.251965 32.080602 3.743518 1.337386 0.588911

Antenna 111: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 7.370158 -0.787573 -0.077682 -0.713655 -0.932570 -0.003843 5.473616 -0.203068 7.370158

Antenna 111: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Variability 4.444040 -0.169533 -0.570483 -0.766075 -0.775967 4.444040 0.014211 1.347081 -0.170968

Antenna 111: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok ee Temporal Discontinuties 13925.599665 4095.396583 4095.396583 3845.008784 3845.008784 2818.957314 2818.957314 13925.599665 13925.599665

Antenna 111: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok nn Temporal Discontinuties 3158.174514 816.505913 816.505913 736.949573 736.949573 792.850376 792.850376 3158.174514 3158.174514

Antenna 111: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 N10 digital_ok ee Temporal Discontinuties 2214.920836 736.340711 736.340711 725.065534 725.065534 674.557372 674.557372 2214.920836 2214.920836

Antenna 111: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 N10 digital_ok ee Temporal Discontinuties 16.037604 0.290015 -0.350384 -0.617309 -1.063150 -0.315515 -0.941961 0.367388 16.037604

Antenna 111: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 10 digital_ok nn Temporal Variability 7.609016 -0.528812 -0.402678 -0.966494 -0.739990 -0.812585 7.609016 -1.153561 -0.679083

Antenna 111: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 10 digital_ok nn Temporal Variability 1.759694 0.137255 -0.623968 -0.843596 -0.560885 -0.864682 1.759694 0.226397 -0.394249

Antenna 111: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 10 digital_ok nn Temporal Variability 2.556639 -0.583697 0.997139 -0.356144 -1.007248 -0.516627 2.556639 -0.864769 -0.092171

Antenna 111: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 10 digital_ok nn Temporal Discontinuties 4.784391 -0.793175 0.740844 -0.366528 -0.670538 0.211874 4.567859 -0.381817 4.784391

Antenna 111: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 10 digital_ok nn Temporal Variability 2.222585 -0.241627 0.916304 -0.500320 -0.752833 -1.520370 2.222585 -0.529658 -0.130297

Antenna 111: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 10 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 111: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 10 digital_ok ee Temporal Variability 0.805774 0.773178 -0.825599 -0.601434 -0.454550 0.597867 0.805774 -0.825177 -0.649572

Antenna 111: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 10 digital_ok ee Temporal Discontinuties 8.477404 0.635700 -0.954464 -0.720509 -0.945325 3.224532 1.028328 3.081474 8.477404

Antenna 111: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 10 digital_ok ee Temporal Discontinuties 11.930292 0.461239 -0.934874 -0.817339 -1.001758 4.470333 1.447772 2.301412 11.930292

Antenna 111: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 10 digital_ok ee Temporal Discontinuties 11.623926 -0.884593 0.689852 -0.501371 -0.616422 0.770988 4.520064 11.623926 0.709552

Antenna 111: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 10 digital_ok ee Temporal Discontinuties 7.022444 0.626352 -0.871714 -0.777860 -0.917321 6.752206 0.358572 1.097622 7.022444

Antenna 111: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 10 digital_ok ee Temporal Discontinuties 6.547783 -0.695849 1.109429 -0.899898 -0.827381 0.073105 5.569952 6.547783 6.519408

Antenna 111: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 10 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 111: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 10 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 111: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 10 digital_ok ee Temporal Discontinuties 8.666643 0.515314 -0.548137 -0.702331 -0.465614 4.287962 0.463659 1.870665 8.666643

Antenna 111: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 10 digital_ok nn Temporal Discontinuties 8.222642 1.226661 -0.301772 -0.285421 -0.438399 1.040809 -0.963838 8.222642 1.220129

Antenna 111: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 10 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 111: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 10 digital_ok nn Temporal Variability 4.649014 -1.059115 -0.455492 -0.960911 -0.836996 4.649014 -0.597641 1.359797 -0.456147

Antenna 111: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 10 digital_ok nn Temporal Discontinuties 1.862903 -0.389778 1.139122 -0.510622 -0.861377 -0.492706 -0.018257 -0.568006 1.862903

Antenna 111: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 10 digital_ok nn Temporal Discontinuties 3.523380 -0.703878 0.416087 -0.443288 -0.489961 -1.040593 0.410924 -0.457138 3.523380

Antenna 111: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 10 digital_ok nn Temporal Variability 0.677193 -0.540593 0.379214 -0.945964 0.525969 -0.424476 0.677193 -1.145289 -0.235474

Antenna 111: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
111 10 digital_ok ee Temporal Discontinuties 1.068596 0.641734 -0.067053 -0.595923 -0.811511 0.421875 -1.325553 -0.366979 1.068596

Antenna 111: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
111 10 digital_ok nn Temporal Variability 33.347455 -0.473298 -1.061268 -0.907525 -1.123287 0.596248 33.347455 -0.707344 2.144103